Kernels for Linear Time Invariant System Identification
Kernels for Linear Time Invariant System Identification
In this paper, we study the problem of identifying the impulse response of a linear time invariant (LTI) dynamical system from the knowledge of the input signal and a finite set of noisy output observations. We adopt an approach based on regularization in a reproducing kernel Hilbert space (RKHS) that …